Is the soap to wash fruits really safe to eat?

I buy alot of grapes from the grocery store and wonder how much chemicals/fertilizer are on the them. I just wash them
with plain water but my friend says i should use a special soap.
i don't like the idea of washing my food with soap.
is it safe to eat?
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